-
Warp-as-History: Generalizable Camera-Controlled Video Generation from One Training Video
Paper • 2605.15182 • Published • 39 -
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?
Paper • 2605.06527 • Published • 47 -
Learning to Build the Environment: Self-Evolving Reasoning RL via Verifiable Environment Synthesis
Paper • 2605.14392 • Published • 10 -
World Action Models: The Next Frontier in Embodied AI
Paper • 2605.12090 • Published • 69
🏗️ Building on HF
Madalin Tatarciuc
cetusian
AI & ML interests
instinctively gravitating toward the frontier where intelligence meets constraints.
Recent Activity
liked a model 5 days ago
Qwen/Qwen3.5-2B liked a dataset 5 days ago
anthonytec2/OctoSense posted an update 8 days ago
most labs won't bother teaching a small model to write and think in real romanian. no invented words, no english leaking in mid-sentence, diacritics intact.
we did.
surogate 3.5 is out. 2B and 4B, apache 2.0. invented word-forms cut from 4 per 1k down to ~1.5, and it reasons in the language you prompt it in, every time.
intelligence should speak your language too.
the models:
https://huggingface.co/surogate/Surogate-3.5-4B
https://huggingface.co/surogate/Surogate-3.5-2BOrganizations
